Predicting Radiation Pneumonitis with SVMs
MATLAB code for predicting radiation-induced lung inflammation using an ensemble of support vector machines (SVMs).
NOTE: I haven't run this code since 2009 and no longer have access to MATLAB
Modeling Radiation-Induced Lung Injury Risk with an Ensemble of Support Vector Machines. Todd W. Schiller, Yixen Chen, Issam El Naqa, and Joseph O. Deasy. Neurocomputing. 2010.
Improving Clinical Relevance in Ensemble Support Vector Machine Models of Radiation Pneumonitis Risk. Todd W. Schiller, Yixen Chen, Issam El Naqa, and Joseph O. Deasy. In ICMLA'09: International Conference on Machine Learning and Applications. 2009.
Ensemble Support Vector Machine Models of Radiation-Induced Lung Injury Risk Todd Schiller. Master's Thesis. 2009.